Welcome to the Second Workshop on Scholarly Document Processing (SDP) at NAACL 2021. Next to keeping up with the growing literature in their own and related fields, scholars increasingly also need to rebut pseudo-science and disinformation. To address this challenge, computational work on enhancing search, summarization, and analysis of scholarly documents has flourished. However, the various strands of research on scholarly document processing remain fragmented. To reach to the broader NLP and AI/ML community, pool distributed efforts and enable shared access to published research, we held the 2nd Workshop on Scholarly Document Processing at NAACL 2021. The SDP workshop consisted of a research track and three Shared Tasks, geared towards easier access to scientific methods and results.
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